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Code Code Available 5 LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale Aug 15, 2022 GPU Language Modelling
Code Code Available 5 AlignScore: Evaluating Factual Consistency with a Unified Alignment Function May 26, 2023 Fact Verification Information Retrieval
Code Code Available 5 2D Matryoshka Sentence Embeddings Feb 22, 2024 RAG Representation Learning
Code Code Available 5 One Embedder, Any Task: Instruction-Finetuned Text Embeddings Dec 19, 2022 Information Retrieval Learning Word Embeddings
Code Code Available 5 MTEB: Massive Text Embedding Benchmark Oct 13, 2022 Benchmarking Information Retrieval
Code Code Available 5 Automatically Interpreting Millions of Features in Large Language Models Oct 17, 2024 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 ERNIE 2.0: A Continual Pre-training Framework for Language Understanding Jul 29, 2019 Chinese Named Entity Recognition Chinese Reading Comprehension
Code Code Available 5 ERNIE: Enhanced Representation through Knowledge Integration Apr 19, 2019 Chinese Named Entity Recognition Chinese Sentence Pair Classification
Code Code Available 5 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Oct 11, 2018 Citation Intent Classification Common Sense Reasoning
Code Code Available 5 PromptBERT: Improving BERT Sentence Embeddings with Prompts Jan 12, 2022 Contrastive Learning Denoising
Code Code Available 5 InstructSAM: A Training-Free Framework for Instruction-Oriented Remote Sensing Object Recognition May 21, 2025 Earth Observation Object
Code Code Available 5 Large Continual Instruction Assistant Oct 8, 2024 Question Answering Semantic Similarity
Code Code Available 5 PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging Jan 5, 2024 Medical Report Generation Medical Visual Question Answering
Code Code Available 5 Reasoning to Attend: Try to Understand How <SEG> Token Works Dec 23, 2024 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation Mar 3, 2024 Object Representation Learning
Code Code Available 5 BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings Nov 9, 2023 Language Modeling Language Modelling
Code Code Available 5 DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings Apr 21, 2022 Contrastive Learning Language Modeling
Code Code Available 5 Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Oct 23, 2019 Answer Generation Common Sense Reasoning
Code Code Available 5 beeFormer: Bridging the Gap Between Semantic and Interaction Similarity in Recommender Systems Sep 16, 2024 Collaborative Filtering Recommendation Systems
Code Code Available 5 ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Sep 26, 2019 Common Sense Reasoning GPU
Code Code Available 5 AnglE-optimized Text Embeddings Sep 22, 2023 Language Modelling Large Language Model
Code Code Available 5 DeBERTa: Decoding-enhanced BERT with Disentangled Attention Jun 5, 2020 Common Sense Reasoning Coreference Resolution
Code Code Available 5 Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models Sep 19, 2024 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 FinMTEB: Finance Massive Text Embedding Benchmark Feb 16, 2025 Articles Semantic Textual Similarity
Code Code Available 5 